Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "167"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 167 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 241 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 226 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_21192/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])]) 

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 167, Node 15:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.710893 6.301431 12.936009 9.686926 12.053846 25.285677 16.875952 17.508894 0.6710 0.6468 0.1444 12.802775 7.509326
2459593 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 23.866913 20.913294 15.963782 18.950139 34.956373 30.803573 58.088965 23.576756 0.5725 0.5533 0.1157 5.347863 3.544493
2459592 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.651475 0.600311 48.536677 55.477122 37.885316 30.106465 12.106827 8.555803 0.5818 0.6251 0.2505 nan nan
2459591 digital_ok 100.00% 0.00% 4.86% 0.00% 100.00% 0.00% 30.484044 24.335555 18.176512 22.856177 21.609129 28.284316 18.437114 16.132078 0.5030 0.5035 0.1711 3.556889 2.672152
2459590 digital_ok 100.00% 0.54% 4.86% 0.00% 100.00% 0.00% 26.209181 26.137947 16.999013 19.740970 21.625790 28.311456 45.738703 29.302424 0.5278 0.5039 0.1921 5.048707 3.415415
2459589 digital_ok 100.00% 5.94% 5.40% 0.00% 100.00% 0.00% 28.642050 26.041231 13.859954 16.116152 18.124457 20.130986 20.842017 15.899007 0.5640 0.5417 0.1433 5.100142 3.288202
2459588 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 16.064207 20.763280 19.483500 21.396399 25.431392 28.689526 15.143632 20.512816 0.6171 0.5802 0.1244 8.351747 4.645002
2459587 digital_ok 100.00% - - - 100.00% 0.00% 24.530660 27.194729 27.375796 31.411775 2.469128 4.972816 13.193223 31.428329 nan nan nan 5.877902 4.374129
2459586 digital_ok 100.00% 17.30% 3.78% 0.00% 100.00% 0.00% 39.340057 22.358476 1.490526 1.904547 11.556675 11.318021 75.436089 36.054995 0.4822 0.5054 0.1585 3.575240 2.856197
2459585 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.741865 22.174127 18.862903 22.499537 9.728925 9.464957 44.741712 28.480335 0.5317 0.5815 0.1682 0.000000 0.000000
2459584 digital_ok 100.00% 63.39% 51.62% 0.00% 100.00% 0.00% 59.606095 37.484714 22.539544 32.661703 12.985863 15.459672 59.774787 47.798659 0.4220 0.4550 0.1565 3.635780 4.329284
2459583 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459582 digital_ok 100.00% 15.14% 0.00% 0.00% 100.00% 0.00% 43.126258 22.644077 5.779984 8.793763 21.561679 24.276491 33.431943 11.783116 0.4756 0.5175 0.1930 3.191825 2.781079
2459581 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 36.925117 31.208882 7.090272 9.469837 15.646993 16.927977 48.472061 12.098237 0.5046 0.5152 0.1779 3.556910 3.068633
2459580 digital_ok 100.00% 2.70% 0.54% 0.00% 100.00% 0.00% 38.239321 23.347992 7.041175 9.902292 18.012527 20.662900 73.247568 23.973898 0.4840 0.5145 0.1807 4.967485 4.075511
2459579 digital_ok 100.00% 27.55% 10.80% 0.00% 100.00% 0.00% 47.613793 21.771210 7.721101 11.614940 24.603444 25.354118 25.177001 18.333883 0.4699 0.5045 0.1987 5.771562 4.084161
2459578 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.203603 1.037098 26.389645 30.883294 48.880644 34.604762 161.219476 93.334503 0.5726 0.6532 0.2363 nan nan
2459577 digital_ok 100.00% 0.00% 2.16% 0.00% 100.00% 0.00% 35.883746 31.395424 6.735675 8.609234 20.269061 19.716920 54.788369 24.604644 0.5009 0.5100 0.1821 4.163789 3.407131
2459576 digital_ok 100.00% 5.94% 0.00% 0.00% 100.00% 0.00% 40.034899 21.989257 4.076088 6.163762 21.168623 18.692770 84.124061 60.310452 0.4932 0.5242 0.1609 3.234331 2.716440
2459575 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 46.734968 22.193829 4.229756 6.783928 14.511009 15.389311 9.071717 6.726440 0.5880 0.6033 0.1507 3.374387 3.065170
2459574 digital_ok 100.00% 2.16% 12.45% 0.00% 100.00% 0.00% 20.826093 22.376518 5.198499 5.978196 17.586057 22.136951 31.193683 20.092826 0.5393 0.5190 0.1874 4.214995 2.962136
2459573 digital_ok 100.00% 17.31% 0.00% 0.00% 100.00% 0.00% 46.268749 23.324596 8.109540 13.016640 29.451843 21.804490 37.486253 15.274941 0.4848 0.5258 0.1913 3.202867 2.816697
2459572 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 26.703165 24.212700 5.199219 6.209372 14.770473 13.306006 26.177574 6.823218 0.5317 0.5378 0.1802 5.173780 4.213379
2459571 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459570 digital_ok 100.00% 29.73% 20.00% 0.00% 100.00% 0.00% 18.791754 12.550634 -0.906935 -0.543379 3.716067 0.801579 11.185165 2.335956 0.4792 0.5276 0.1665 0.000000 0.000000
2459569 digital_ok 100.00% 3.79% 0.00% 0.00% 100.00% 0.00% 37.877471 22.449109 4.918099 7.557184 13.820264 10.263200 12.106114 8.634861 0.6418 0.6402 0.1104 6.526060 4.137133
2459566 digital_ok 100.00% 1.08% 0.00% 0.00% 100.00% 0.00% 28.217287 19.301325 6.950158 9.201557 19.361939 18.173671 17.650249 11.029146 0.5144 0.5238 0.1901 3.318738 2.720929
2459565 digital_ok 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459564 digital_ok 100.00% 20.24% 2.31% 0.00% 100.00% 0.00% 41.646406 18.350533 -0.376425 0.365480 1.823314 2.232678 40.931201 9.991918 0.4689 0.5326 0.1455 2.282161 2.733173
2459563 digital_ok 100.00% 11.35% 0.00% 0.00% 100.00% 0.00% 33.943253 23.916929 14.752659 19.365729 18.972464 19.229250 61.414063 19.952393 0.5221 0.5273 0.2067 2.800558 2.616640
2459562 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 32.486266 10.633264 -0.434009 0.106518 3.642284 1.253752 17.915908 3.028709 0.5182 0.5811 0.2541 2.630111 3.005097
2459561 digital_ok 100.00% 3.24% 0.00% 0.00% 100.00% 0.00% 23.689400 15.420810 -0.546181 0.614414 2.938904 2.596633 47.135594 13.254404 0.5411 0.5378 0.2496 3.565242 3.032806
2459560 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459559 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 35.461627 12.456828 -0.200004 0.892216 2.851281 2.606538 20.766869 9.287513 0.5236 0.5748 0.2543 2.614969 3.012298
2459558 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 21.008240 24.364935 9.265899 10.389568 17.259202 20.791794 75.968222 28.552741 0.5787 0.5301 0.2754 6.187807 4.331365
2459557 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7195 0.7147 0.2033 nan nan
2459556 digital_ok 100.00% 8.65% 0.00% 0.00% 100.00% 0.00% 37.485354 25.911573 8.121740 10.380125 20.874398 16.607533 158.528739 21.117789 0.5166 0.5294 0.2310 4.593731 4.271223
2459554 digital_ok - 16.21% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.4969 0.5727 0.2543 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.5157 0.5747 0.2644 nan nan
2459552 digital_ok 100.00% 16.76% 11.35% 0.00% 100.00% 0.00% 34.139693 33.484692 11.684464 13.480266 38.547718 32.924349 59.392981 26.259465 0.5322 0.5228 0.2057 15.204135 16.015828
2459551 digital_ok 100.00% 15.13% 0.00% 0.00% 100.00% 0.00% 24.955008 15.279968 -0.676598 0.275370 4.777175 2.280847 41.697675 8.481895 0.5027 0.5427 0.1829 2.476407 2.857145
2459550 digital_ok - 30.48% 29.65% 0.00% - - nan nan nan nan nan nan nan nan 0.3958 0.4457 0.1388 nan nan
2459549 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459542 digital_ok 100.00% 14.77% 6.26% 0.00% 100.00% 0.00% 58.361740 30.888225 13.077797 20.311504 1.421094 1.558896 34.932662 29.682247 0.5673 0.6010 0.1132 3.811829 3.907118
2459541 digital_ok 100.00% 21.25% 17.00% 0.45% 100.00% 0.00% 51.923163 37.604105 8.070384 10.621819 11.304870 12.076623 29.250134 16.345715 0.5649 0.5760 0.0953 3.042966 3.460999
2459540 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.539310 14.079661 1.328301 1.960229 4.249236 4.403566 7.130727 11.087921 0.6699 0.6335 0.2261 3.717519 3.069696
2459536 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 27.907164 32.839883 15.893645 17.234023 19.410388 24.139538 24.166847 59.969235 0.5826 0.5450 0.2220 0.000000 0.000000
2459535 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.550691 10.844890 0.926644 1.672777 3.591595 4.013366 12.992928 12.357910 0.7052 0.6521 0.2510 0.809359 0.811288
2459534 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.322121 9.571957 -0.002315 1.032885 4.350416 3.740830 13.620186 36.498207 0.6905 0.6355 0.2976 -0.000000 -0.000000
2459533 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.664274 19.080355 10.290034 11.721705 13.417058 16.143736 21.273872 20.107586 0.6759 0.5847 0.3769 0.000000 0.000000
2459532 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.631502 27.052297 13.883889 14.302457 14.740896 19.887756 38.196017 19.217266 0.6804 0.5629 0.3760 9.025607 5.334202
2459530 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459523 digital_ok 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459522 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459513 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.361179 5.040793 28.372997 31.178006 30.129953 19.900269 37.498775 23.499263 0.7967 0.9176 0.2416 nan nan
2459508 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.227419 18.130037 8.701965 8.973728 9.993192 9.996873 11.549217 11.536367 0.9032 0.9109 0.1566 0.000000 0.000000
2459505 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 20.679721 26.221580 10.385137 9.577327 3.205135 10.653943 3.065982 24.888850 0.7674 0.7709 0.1090 17.207600 18.070501
2459503 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.455333 16.646026 8.386299 10.960297 23.782251 22.543278 166.230555 29.466664 0.1080 0.1218 0.0126 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 167: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Variability 40.043213 29.234949 24.647925 24.161373 23.013148 38.837771 40.043213 7.922082 13.936378

Antenna 167: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Variability 55.690161 25.187510 18.822244 25.417080 21.264081 39.544403 55.690161 16.141049 41.387864

Antenna 167: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 46.070496 20.576865 24.734370 17.821728 21.450253 28.210039 26.919785 46.070496 11.481713

Antenna 167: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 130.887177 26.426966 26.188343 25.550860 20.878333 39.450683 42.814574 31.447933 130.887177

Antenna 167: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 90.597374 16.273312 16.585959 37.506291 34.508922 33.974388 36.852619 28.546107 90.597374

Antenna 167: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 67.747600 32.682386 18.701159 21.596702 28.407529 40.291945 38.383723 67.747600 28.101123

Antenna 167: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 28.969140 19.658025 25.227944 7.751371 6.457614 17.491320 18.365297 17.721909 28.969140

Antenna 167: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Shape 27.959045 18.357368 27.959045 3.854690 3.121357 9.660050 10.825624 1.728930 16.269365

Antenna 167: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 29.062020 4.327875 2.474508 0.248791 0.715140 0.198658 -0.589533 29.062020 9.160660

Antenna 167: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 28.664329 13.460318 15.154183 5.954006 5.618118 16.987666 22.354998 16.337907 28.664329

Antenna 167: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 55.938799 13.060881 21.212580 7.039973 7.499548 26.364239 28.961544 55.938799 11.313412

Antenna 167: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok nn Shape 19.332312 19.332312 12.061270 7.216353 7.322389 11.110378 12.239461 8.657109 -0.450851

Antenna 167: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 7.604159 7.450015 6.585344 1.450884 1.596596 2.988521 1.586508 7.604159 1.243583

Antenna 167: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 143.871954 10.345130 16.877291 0.926785 0.640896 1.672636 4.136701 47.988483 143.871954

Antenna 167: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 104.053018 16.493206 39.685260 5.948898 4.223198 8.883014 11.359751 45.678406 104.053018

Antenna 167: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 30.351033 20.217467 18.811587 7.669581 6.623169 11.684551 29.476330 16.187944 30.351033

Antenna 167: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 167: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok nn Shape 14.569457 11.255097 14.569457 1.327069 1.088374 4.980689 3.169660 9.968726 12.959683

Antenna 167: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 167.051130 11.607444 15.798772 0.915264 0.598856 3.151238 9.164127 53.353634 167.051130

Antenna 167: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok nn Shape 24.516452 24.516452 19.857246 9.924685 9.149606 11.104387 14.200864 12.445524 7.616438

Antenna 167: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok nn Shape 14.966346 11.338129 14.966346 3.225452 3.781184 2.197548 4.020813 0.812722 3.643127

Antenna 167: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 28.899941 9.142020 14.658568 8.724242 6.571115 8.557964 18.578077 2.051940 28.899941

Antenna 167: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 65.474382 32.036666 15.799737 6.210402 9.083739 43.613482 22.693134 65.474382 43.281852

Antenna 167: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 12.960050 6.117850 3.263970 0.020523 0.520622 4.617881 2.975408 12.960050 8.652254

Antenna 167: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 75.368314 16.098409 9.368236 2.854974 3.493213 10.346749 10.157890 75.368314 10.433587

Antenna 167: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 42.048537 6.578740 18.512216 3.171057 1.780668 2.751497 5.666844 15.913110 42.048537

Antenna 167: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 171.380209 43.969477 5.196181 2.262132 3.521376 15.344025 6.135519 171.380209 31.269547

Antenna 167: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 111.217139 36.205122 3.188008 2.041121 2.966443 10.485621 3.375087 111.217139 10.281300

Antenna 167: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 184.796833 9.852424 30.843733 3.121711 1.792425 15.799799 33.136006 30.215319 184.796833

Antenna 167: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok nn Temporal Discontinuties 177.697575 16.426601 19.235148 9.241149 10.225707 28.130099 51.510971 100.836304 177.697575

Antenna 167: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 91.468388 18.194239 21.435991 7.909117 8.496646 18.508055 16.887419 91.468388 57.180665

Antenna 167: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 162.689385 42.314312 15.479288 1.861377 1.893071 12.429689 8.258905 162.689385 80.416838

Antenna 167: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Shape 40.189265 40.189265 18.792461 3.828305 4.170233 8.620160 7.197389 31.339520 13.036737

Antenna 167: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Variability 91.760648 11.918635 16.437704 30.148264 31.739884 91.760648 40.721986 55.193747 31.545499

Antenna 167: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 Not Found nn Temporal Discontinuties 69.083301 28.762721 21.314056 46.844982 43.302694 39.132005 21.526885 69.083301 21.177647

Antenna 167: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 517.297924 15.095222 25.590342 1.251644 1.049451 8.624087 27.245025 134.946332 517.297924

Antenna 167: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 934.298093 8.479923 19.677550 29.382406 33.248453 38.148056 27.708476 934.298093 378.789579

Antenna 167: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Shape 25.560913 25.560913 18.709283 10.402718 14.237222 21.708831 16.064869 12.247153 24.611395

Antenna 167: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Variability 75.435075 13.570250 19.399382 43.155933 45.951475 75.435075 19.523048 18.450577 17.699910

Antenna 167: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 167: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok nn Power 61.989648 13.837026 21.675400 58.077651 61.989648 27.957263 19.815228 29.272633 32.833040

Antenna 167: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok nn Shape 20.034323 15.060474 20.034323 13.880770 12.912402 16.745201 16.110156 5.221264 16.066854

Antenna 167: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok nn Temporal Discontinuties 15.030732 12.404322 7.914478 2.708688 3.537977 4.613416 4.915391 15.030732 5.860209

Antenna 167: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok nn Power 32.152770 16.864524 10.468452 32.152770 29.626560 19.774232 20.804149 4.916612 1.994294

Antenna 167: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok nn Power 32.493158 14.036070 10.723332 32.493158 30.701189 6.182251 10.424933 7.238423 8.638388

Antenna 167: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok nn Temporal Discontinuties 65.220106 18.973363 13.425656 34.856329 32.992031 16.989922 15.175707 65.220106 26.306422

Antenna 167: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok nn Temporal Variability 33.340334 26.560848 21.898189 8.743919 9.515854 33.340334 21.753343 18.104517 2.419960

Antenna 167: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok nn Power 32.550482 16.046059 14.134999 32.191975 32.550482 12.572662 9.558068 7.889759 23.255845

Antenna 167: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok nn Temporal Discontinuties 90.955719 13.249603 14.117143 34.069312 33.179998 24.130100 33.204033 90.955719 70.233098

Antenna 167: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok nn Power 25.370752 9.785828 10.745726 25.370752 24.927064 20.182201 23.018219 21.810648 3.893366

Antenna 167: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 48.242011 16.356640 9.657864 30.853298 28.570564 19.863960 25.606587 30.553114 48.242011

Antenna 167: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Variability 40.362518 12.686061 14.299634 28.314113 28.238022 33.814038 40.362518 12.543916 1.216277

Antenna 167: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok nn Temporal Discontinuties 69.143366 17.619352 25.426972 9.600579 9.298085 13.519762 15.424968 8.925670 69.143366

Antenna 167: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 190.301570 7.416826 9.291499 28.445171 29.832000 79.907690 66.056201 190.301570 119.511067

Antenna 167: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 141.415155 11.662325 11.503354 26.105914 25.667892 52.728535 78.600792 122.244155 141.415155

Antenna 167: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok nn Temporal Discontinuties 46.844371 7.567321 13.236133 32.477311 34.644640 32.980466 28.711526 24.140705 46.844371

Antenna 167: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Variability 40.977421 13.956278 12.498412 26.445047 26.702541 40.977421 14.359855 7.140881 11.329543

Antenna 167: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Variability 38.842537 13.130065 12.248342 26.143659 26.633684 38.842537 30.633885 20.034628 32.111744

Antenna 167: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 167: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok nn Temporal Discontinuties 54.955806 18.711806 13.889803 32.465452 30.568093 27.209839 16.131209 54.955806 37.772731

Antenna 167: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 34.022905 10.879895 13.216148 14.437654 7.483460 12.711523 13.439544 10.915948 34.022905

Antenna 167: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok nn Power 16.593961 2.864452 1.283046 16.593961 15.244789 3.019660 7.953266 7.061686 11.020082

Antenna 167: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Variability 21.145620 2.896580 3.275481 20.497107 19.796229 12.975109 21.145620 4.912847 5.238921

Antenna 167: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok nn Shape 17.032041 12.562557 17.032041 11.700871 11.042856 15.454231 16.525472 6.794168 16.311503

Antenna 167: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 83.130579 0.045260 0.034460 -0.581295 -0.726828 -0.176290 0.016142 39.796929 83.130579

Antenna 167: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok nn Temporal Discontinuties 27.031770 3.041981 3.609115 17.683076 17.239999 17.868836 24.665273 27.031770 19.414894

Antenna 167: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 167: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok nn Power 53.036669 10.560992 13.987459 53.036669 52.188368 7.614031 18.729627 -2.772145 -1.596094

Antenna 167: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Shape 23.495920 23.495920 22.330240 11.306820 11.957407 23.159936 8.102745 1.098612 0.319781

Antenna 167: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Shape 18.249057 17.922972 18.249057 6.096849 5.757953 8.548684 11.866894 0.701166 2.713452

Antenna 167: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 16272.051970 5342.869818 5342.869818 5001.432347 5001.432347 3336.024577 3336.024577 16272.051970 16272.051970

Antenna 167: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok nn Temporal Discontinuties 3708.546407 1006.825127 1006.825127 906.321305 906.321305 929.414575 929.414575 3708.546407 3708.546407

Antenna 167: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 2396.299137 735.386127 735.386127 712.800195 712.800195 722.796042 722.796042 2396.299137 2396.299137

Antenna 167: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 N15 digital_ok ee Temporal Discontinuties 85.377429 22.707319 18.407404 6.341342 6.644735 12.531504 11.957288 66.250313 85.377429

Antenna 167: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 15 digital_ok nn Shape 16.773260 14.213256 16.773260 10.089558 9.365977 14.223785 11.304992 11.348540 11.297874

Antenna 167: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 167: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 15 digital_ok ee Shape 44.081235 44.081235 21.540358 9.694885 12.346667 9.089711 5.994529 16.392177 11.876320

Antenna 167: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 15 digital_ok ee Shape 43.477080 43.477080 22.996962 10.667333 13.948302 13.733153 9.479458 -3.665607 -2.782299

Antenna 167: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 15 digital_ok ee Shape 35.871708 35.871708 24.284238 6.388549 8.173297 15.962253 19.217193 6.816116 20.081937

Antenna 167: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 15 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 167: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 167: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 15 digital_ok nn Shape 21.468175 21.468175 18.187267 8.574207 7.655406 7.879863 12.270799 13.103886 17.401646

Antenna 167: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 15 digital_ok ee Temporal Discontinuties 25.485590 23.250993 20.509014 7.798527 7.003565 10.099008 12.447608 23.296085 25.485590

Antenna 167: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 15 digital_ok ee Temporal Discontinuties 75.874107 41.442851 22.610441 7.780167 10.687621 16.843733 7.265093 75.874107 32.475017

Antenna 167: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 15 digital_ok ee Temporal Discontinuties 115.203644 26.047122 36.864010 10.961680 8.965173 27.272404 33.915755 99.339134 115.203644

Antenna 167: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 15 digital_ok ee Temporal Discontinuties 104.790675 24.427828 23.320765 8.732077 9.376468 46.024466 27.154373 104.790675 51.652311

Antenna 167: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 167: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 15 digital_ok nn Temporal Discontinuties 63.514030 35.650564 21.954521 7.826947 10.101626 18.235241 23.124820 51.843882 63.514030

Antenna 167: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 15 digital_ok ee Temporal Discontinuties 24.967899 22.484021 18.904445 10.536595 10.327651 8.142572 12.861377 17.552615 24.967899

Antenna 167: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 15 digital_ok ee Temporal Discontinuties 129.815670 26.668382 27.242997 9.562738 8.679108 27.078210 26.116172 22.903813 129.815670

Antenna 167: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 15 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 167: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 15 digital_ok nn Power 68.929466 12.213625 7.670089 68.929466 62.835676 10.094383 12.343711 11.741994 15.888353

Antenna 167: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 15 digital_ok ee Temporal Discontinuties 70.357847 31.239711 19.490486 7.642004 10.381534 26.831720 22.434916 70.357847 51.139475

Antenna 167: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 167: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 15 digital_ok ee Temporal Variability 1.706163 -0.434320 1.224429 -0.686030 -0.025779 1.706163 1.620035 1.441190 0.367944

Antenna 167: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 15 digital_ok nn Temporal Discontinuties 80.268010 22.453073 12.569936 18.799581 18.662884 38.220701 32.689785 80.268010 27.957901

Antenna 167: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 15 digital_ok nn Power 58.604707 13.540550 14.518595 56.493945 58.604707 25.648154 30.493175 16.606998 18.595330

Antenna 167: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 15 digital_ok ee Temporal Discontinuties 51.341028 22.047006 21.621217 12.868061 11.452379 20.329553 19.447187 32.626091 51.341028

Antenna 167: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
167 15 digital_ok nn Temporal Variability 21.813722 14.585719 19.471286 13.267193 13.047164 20.222326 21.813722 18.952178 16.879844

Antenna 167: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
167 15 digital_ok nn Temporal Discontinuties 26.060052 22.491652 12.457792 10.320429 11.005502 23.190685 23.211448 26.060052 5.094139